Difficult to build learning curve for a simple linear regression
Look a the CV description I just posted at SE CV.  In the first sentence there is a link to Kohavi, which explains bootstrap bias, or estimating error as a function of increasing sample size -- which is what you want.  There's also a link to my blog &quot;Help my Neural Network Does Not Work.&quot;